Data Science Fundamentals with Python

PYT-316

In this hands-on course, learn how to use the Python scientific stack to complete common data science tasks. We’ll covers the tools and concepts you need to effectively process data, including data crunching, visualization, machine learning, image processing, NLP and more.

course topics

All topics will be covered by solving exercises in class.

Day 1

Data science intro

Overview of Python & Scientific Python

Working with Jupyter notebooks

numpy essentials (arrays – matrices, indexing, ufuncs)

Loading and exploring data with Pandas (CSV, clean, group by, merge, time series)